DocumentCode
428538
Title
Behaviour based mobile robot navigation technique for real world environments using fuzzy logic system
Author
Parasuraman, S. ; Ganapathy, V. ; Shirinzadeh, Bijan
Author_Institution
Monash Univ., Bandar Sunway, Malaysia
Volume
4
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
3359
Abstract
A key issue in the research of an autonomous robot is the design and development of the navigation technique that enables the robot to navigate in a real world environment. In this research, the focus is to develop the techniques and methods to: (1) design the individual behavior, coordination, and fusion of these behaviors using fuzzy logic expert system. Each behavior design is based on the situation context of applicability (SCA). (2) Design of the controller, which maps the sensors input to the motor output through fuzzy logic inference system. (3) Formulation of the decision-making processes by using fuzzy associative memory (FAM). (4) Obtain experimental results using simulation. The above methods and techniques are applied for active media pioneer robot and tested through simulation.
Keywords
associative processing; decision making; expert systems; fuzzy logic; fuzzy reasoning; mobile robots; path planning; decision-making processes; fuzzy associative memory; fuzzy logic expert system; inference system; mobile robot navigation; Decision making; Design methodology; Expert systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Mobile robots; Navigation; Robot kinematics; Sensor systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1400861
Filename
1400861
Link To Document